[1]
|
Variable selection in linear regression models: Choosing the best subset is not always the best choice
Biometrical Journal,
2024
DOI:10.1002/bimj.202200209
|
|
|
[2]
|
Stability of clinical prediction models developed using statistical or machine learning methods
Biometrical Journal,
2023
DOI:10.1002/bimj.202200302
|
|
|
[3]
|
Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD): Explanation and Elaboration. Translation into Russian
Current Pediatrics,
2023
DOI:10.15690/vsp.v22i2.2557
|
|
|
[4]
|
Construction and evaluation of hourly average indoor PM2.5 concentration prediction models based on multiple types of places
Frontiers in Public Health,
2023
DOI:10.3389/fpubh.2023.1213453
|
|
|
[5]
|
Comparison of variable selection procedures and investigation of the role of shrinkage in linear regression-protocol of a simulation study in low-dimensional data
PLOS ONE,
2022
DOI:10.1371/journal.pone.0271240
|
|
|
[6]
|
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration. Translation in to Russian
Digital Diagnostics,
2022
DOI:10.17816/DD110794
|
|
|
[7]
|
Dual-stage and dual-deficit? Word recognition processes during text reading across the reading fluency continuum
Reading and Writing,
2022
DOI:10.1007/s11145-021-10201-1
|
|
|
[8]
|
Spanish Influenza Score (SIS): utilidad del Machine Learning en el desarrollo de una escala temprana de predicción de mortalidad en la gripe grave
Medicina Intensiva,
2021
DOI:10.1016/j.medin.2020.05.017
|
|
|
[9]
|
Work with cancer or stop working after diagnosis? Variables affecting the decision
Work,
2021
DOI:10.3233/WOR-213563
|
|
|
[10]
|
Self-Reported Obsession Toward COVID-19 Preventive Measures Among Undergraduate Medical Students During the Early Phase of Pandemic in Jordan
Frontiers in Public Health,
2021
DOI:10.3389/fpubh.2021.719668
|
|
|
[11]
|
Classification of MR-Detected Additional Lesions in Patients With Breast Cancer Using a Combination of Radiomics Analysis and Machine Learning
Frontiers in Oncology,
2021
DOI:10.3389/fonc.2021.744460
|
|
|
[12]
|
Selection of variables for multivariable models: Opportunities and limitations in quantifying model stability by resampling
Statistics in Medicine,
2021
DOI:10.1002/sim.8779
|
|
|
[13]
|
Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study
Journal of Neurotrauma,
2021
DOI:10.1089/neu.2020.7218
|
|
|
[14]
|
The development and validation of a prognostic model to PREDICT Relapse of depression in adult patients in primary care: protocol for the PREDICTR study
Diagnostic and Prognostic Research,
2021
DOI:10.1186/s41512-021-00101-x
|
|
|
[15]
|
Diagnostic value of apparent diffusion coefficient lesion texture biomarkers in breast MRI
Health and Technology,
2020
DOI:10.1007/s12553-020-00452-3
|
|
|
[16]
|
Selection of variables for multivariable models: Opportunities and limitations in quantifying model stability by resampling
Statistics in Medicine,
2020
DOI:10.1002/sim.8779
|
|
|
[17]
|
Perceived acceptability of wearable devices for the treatment of mental health problems
Journal of Clinical Psychology,
2020
DOI:10.1002/jclp.22934
|
|
|
[18]
|
State of the art in selection of variables and functional forms in multivariable analysis—outstanding issues
Diagnostic and Prognostic Research,
2020
DOI:10.1186/s41512-020-00074-3
|
|
|
[19]
|
Perceived acceptability of wearable devices for the treatment of mental health problems
Journal of Clinical Psychology,
2020
DOI:10.1002/jclp.22934
|
|
|
[20]
|
A comparison of model selection methods for prediction in the presence of multiply imputed data
Biometrical Journal,
2019
DOI:10.1002/bimj.201700232
|
|
|
[21]
|
Characterization of dried and freeze-dried sea fennel (Crithmum maritimum L.) samples with headspace gas-chromatography/mass spectrometry and evaluation of an electronic nose discrimination potential
Food Research International,
2019
DOI:10.1016/j.foodres.2018.07.067
|
|
|
[22]
|
Do sensorimotor cortex activity, an individual’s capacity for neuroplasticity, and psychological features during an episode of acute low back pain predict outcome at 6 months: a protocol for an Australian, multisite prospective, longitudinal cohort study
BMJ Open,
2019
DOI:10.1136/bmjopen-2019-029027
|
|
|
[23]
|
Visuo-tactile congruency influences the body schema during full body ownership illusion
Consciousness and Cognition,
2019
DOI:10.1016/j.concog.2019.05.006
|
|
|
[24]
|
Optimal stochastic restricted logistic estimator
Statistical Papers,
2019
DOI:10.1007/s00362-019-01121-y
|
|
|
[25]
|
Variable selection - A review and recommendations for the practicing statistician
Biometrical Journal,
2018
DOI:10.1002/bimj.201700067
|
|
|
[26]
|
A comparison of model selection methods for prediction in the presence of multiply imputed data
Biometrical Journal,
2018
DOI:10.1002/bimj.201700232
|
|
|
[27]
|
Shrinkage parameter selection via modified cross-validation approach for ridge regression model
Communications in Statistics - Simulation and Computation,
2018
DOI:10.1080/03610918.2018.1508704
|
|
|
[28]
|
Variable selection – A review and recommendations for the practicing statistician
Biometrical Journal,
2018
DOI:10.1002/bimj.201700067
|
|
|
[29]
|
Evaluation of Industrial Roasting Degree of Coffee Beans by Using an Electronic Nose and a Stepwise Backward Selection of Predictors
Food Analytical Methods,
2017
DOI:10.1007/s12161-017-0909-z
|
|
|
[30]
|
Handling co-dependence issues in resampling-based variable selection procedures: a simulation study
Journal of Statistical Computation and Simulation,
2017
DOI:10.1080/00949655.2017.1378654
|
|
|
[31]
|
Chaotic feature analysis and forecasting of Liujiang River runoff
Soft Computing,
2016
DOI:10.1007/s00500-015-1661-1
|
|
|
[32]
|
Application of Penalized Regression Techniques in Modelling Insulin Sensitivity by Correlated Metabolic Parameters
PLOS ONE,
2015
DOI:10.1371/journal.pone.0141524
|
|
|
[33]
|
On stability issues in deriving multivariable regression models
Biometrical Journal,
2015
DOI:10.1002/bimj.201300222
|
|
|
[34]
|
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration
Annals of Internal Medicine,
2015
DOI:10.7326/M14-0698
|
|
|
[35]
|
On stability issues in deriving multivariable regression models
Biometrical Journal,
2015
DOI:10.1002/bimj.201300222
|
|
|
[36]
|
Validation of prediction models based on lasso regression with multiply imputed data
BMC Medical Research Methodology,
2014
DOI:10.1186/1471-2288-14-116
|
|
|